Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Dexco
Programmatic AI Search & Model Visibility Audit
Share of Model (SOM)The percentage of time frontier AI models (ChatGPT, Claude, Gemini) recommend this brand for high-intent category queries.
10.0%
+3.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe contextual sentiment of the AI's recommendation. 'Dominant' implies strong conviction, while 'Vulnerable' implies the model heavily conditions its recommendation.
Algorithmic Threat Detection
Primary Competitor Threat
Abbott Diabetes Care
Competitor Displacement Rate
15.0%
Competitors are displacing Dexco in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors like Abbott are frequently highlighted for specific products (e.g., FreeStyle Libre) known for aggressive pricing and broad availability, suggesting Dexcom faces direct product-level competition.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[latterly.org][thebrandhopper.com][singlecare.com]⚠️ Identified Vulnerability:Product Differentiation
Primary Threat Identified:Abbott Diabetes Care
Target Persona:Diabetes Patients
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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